DataTalks.Club

Leading NLP Teams - Ivan Bilan

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We talked about:

  • Ivan’s role at Personio
  • Ivan’s background
  • Studying technical management
  • Managing a software team
  • NLP teams
  • NLP engineers
  • Becoming an NLP engineer
  • Computer vision
  • NLP engineer vs ML engineer
  • Conversational designers
  • Linguistics outside of chatbots
  • When does a team need an NLP engineer or a linguist?
  • The future of NLP
  • NLP pipelines
  • GPT-3
  • Problems of GPT-3
  • Does GPT-3 make everything obsolete?
  • What NLP actually is?
  • Does NLP solve problems better than humans?
  • State of language translation
  • NLP Pandect

    • Links:

    • https://github.com/ivan-bilan/The-NLP-Pandect
    • https://github.com/ivan-bilan/The-Engineering-Manager-Pandect
    • https://github.com/ivan-bilan/The-Microservices-Pandect
    • Ivan's presentation about NLP: https://www.youtube.com/watch?v=VRur3xey31s


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